The moderate or severe malnutrition group showed reduced hemoglobin, triglyceride, and low density lipoprotein (LDL) cholesterol, as well as decreased CONUT score indexes (albumin, total cholesterol, and lymphocyte count), and elevated BNP and NT-proBNP amounts. The gene discussed is NPPB; the disease is nutritional deficiency disease.